Here's a scenario: - I have no idea how to use an API, and it is poorly documented, but I am an expert in the general problem it's trying to model - I need to

Here's a scenario: - I have no idea how to use an API, and it is poorly documented, but I am an expert in the general problem it's trying to model - I need to write code using this API in the next hour - That code will only ever run 5-6 times, each by hand with an expert to look at any errors or crashes, and then will be thrown away forever copilot is killer for this scenario. it's the most common scenario when writing machine learning research code. i think probably the people building these tools are enjoying the dogfood, maybe more than the typical end user.